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Search results for python speech emotion recognition

speech-emotion-recognition x

32 search results found

Speech Emotion Analyzer ⭐ 1,155

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Multimodal Speech Emotion Recognition ⭐ 337

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

Speech Emotion Recognition ⭐ 273

Speaker independent emotion recognition

Emotion2vec ⭐ 238

Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Speech Emotion Recognition ⭐ 198

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

Speech_emotion_recognition_blstm ⭐ 178

Bidirectional LSTM network for speech emotion recognition.

Tim Net_ser ⭐ 111

[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".

Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information

1d Speech Emotion Recognition ⭐ 48

Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM

Wavenet Classifier ⭐ 42

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks

Speech Emotion Webapp ⭐ 33

Speech Emotion Recognition

Bert Like Is All You Need ⭐ 29

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition

Speechemorec ⭐ 28

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

Light Sernet ⭐ 21

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

Speechemotionrecognition Paddlepaddle ⭐ 20

语音感情识别

Shiftser ⭐ 19

[ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations

Emocatcher ⭐ 16

[RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)

Attentive Modality Hopping For Ser ⭐ 14

TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20

Speech Emotion Recognition Using Self Attention ⭐ 13

Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019

Transformer Based Ser ⭐ 13

Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch

W2v2 Vad ⭐ 11

A wrapper for Audeering's wav2vec-based dimensional speech emotion recognition

S3prl Ser ⭐ 10

S3PRL for Speech Emotion Recognition (see s3prl > downstream)

Dimensional Ser ⭐ 9

Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning

Speech_emotion_recognition_aae ⭐ 9

Adversarial Auto-encoders for Speech Based Emotion Recogntion

Speech Emotion Recognition With Dual Sequence Lstm Architecture ⭐ 8

[ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture

Accepted by Journal of Speech Communication (CCF-B).

Deep Mlp Ser ⭐ 8

Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition

Chunk Level Attention Ser ⭐ 6

the implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks

Speech To Emotion ⭐ 6

Emotion is an intuitive feeling which can be determined from any person’s circumstances and surroundings. But in this project, we tried to identify the emotional state of a person using his voice as input.

Speech Emotion Recognition ⭐ 6

这个项目将 RAVDESS 数据集切割成 1s 短语音，利用 openSMILE+CNN 进行训练，目标是将短语音分类到四种情感中，分别是：开心（happy）、悲伤（sad）、生气（angr 76% 左右。

Pytorch Cnn Lstm Speech Emotion Recognition ⭐ 5

Speech emotion recognition using CNN LSTM networks.

Audio_to_emotion ⭐ 5

Classifying Audio to Emotion

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